A shared source of truth for AI-assisted background art.
A growing animation studio needed a more reliable way to connect its background assets, production guidance and client feedback across a Japan-to-Southeast Asia workflow.
The challenge
- Assets, standards and feedback lived across disconnected folders and tools.
- Version control made cross-border collaboration difficult to follow.
- AI generation and artist refinement lacked a clear handoff.
What we built
- A searchable knowledge hub for assets, guidance and past work.
- Version-aware content management connected to the production pipeline.
- Automated task, review and feedback loops with leadership visibility.
Operational impact
- Faster, more consistent retrieval and reuse of background assets.
- Clearer collaboration between client-facing and production teams, with less rework.
- A scalable operational foundation for simultaneous international projects.